Deep learning-based multimodal fusion of the surface ECG and clinical features in prediction of atrial fibrillation recurrence following catheter ablation.

Abstract

Authors

• Yue Qiu
  Department of Anesthesiology and Perioperative Medicine, University of Pittsburgh Medical Center, Pittsburgh, PA, USA.
• Hongcheng Guo
  State Key Lab of Software Development Environment, Beihang University, Beijing, 100191, China.
• Shixin Wang
  Institute of Translational Medicine, The Affiliated Hospital of Qingdao University, College of Medicine, Qingdao University, Qingdao, China.
• Shu Yang
  Department of Health Management, Bengbu Medical College, Bengbu, 233030.
• Xiafeng Peng
  Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Guangzhou Road, Nanjing, 210029, Jiangsu Province, China.
• Dongqin Xiayao
  Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Guangzhou Road, Nanjing, 210029, Jiangsu Province, China.
• Renjie Chen
• Jian Yang
  Drug Discovery and Development Research Group, College of Pharmacy and Nutrition, University of Saskatchewan, Saskatoon, SK, Canada.
• Jiaheng Liu
  State Key Lab of Software Development Environment, Beihang University, Beijing, 100191, China.
• Mingfang Li
  Xi'an Technological University, Xi'an, China.
• Zhoujun Li
• Hongwu Chen
  Division of Cardiology The First Affiliated Hospital of Nanjing Medical University Nanjing China.
• Minglong Chen
  Division of Cardiology The First Affiliated Hospital of Nanjing Medical University Nanjing China.

Keywords

External Resources